Personalized Medicine

NC State

Works Published in 2018

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2018 journal article

Discussion of ’Optimal treatment allocations in space and time for on-line control of an emerging infectious disease’

[Review of Optimal treatment allocations in space and time for on-line control of an emerging infectious disease, by E. Laber, N. Meyer, B. Reich, K. Pacifici, J. Collazo, & J. Drake]. Journal of the Royal Statistical Society, Series C, 67(4), 775–776.

By: C. Shi, R. Song & W. Lu

Source: NC State University Libraries
Added: September 27, 2020

2018 journal article

Optimal design of the seasonal influenza vaccine with manufacturing autonomy

INFORMS Journal on Computing, 30(2), 371–387.

By: O. Özaltin, O. Prokopyev & A. Schaefer

Source: ORCID
Added: May 6, 2020

2018 journal article

On a class of bilevel linear mixed-integer programs in adversarial settings

Journal of Global Optimization, 71(1), 91–113.

By: M. Zare, O. Özalt?n & O. Prokopyev

Source: ORCID
Added: May 6, 2020

2018 entry reference

Q-Learning

By: E. Laber, E. Rose, M. Davidian & A. Tsiatis

Sources: Crossref, ORCID
Added: January 19, 2020

2018 journal article

FSEM: Functional Structural Equation Models for Twin Functional Data

Journal of the American Statistical Association, 114(525), 344–357.

By: S. Luo, R. Song, M. Styner, J. Gilmore & H. Zhu

Source: Crossref
Added: January 17, 2020

2018 journal article

Proper Inference for Value Function in High-Dimensional Q-Learning for Dynamic Treatment Regimes

Journal of the American Statistical Association, 114(527), 1404–1417.

By: W. Zhu, D. Zeng & R. Song

Source: Crossref
Added: January 17, 2020

2018 journal article

Deep advantage learning for optimal dynamic treatment regime

Statistical Theory and Related Fields, 2(1), 80–88.

By: S. Liang, W. Lu & R. Song

Sources: Crossref, ORCID
Added: January 13, 2020

2018 journal article

Real-Time Ambulance Dispatching and Relocation

Manufacturing & Service Operations Management, 20(3), 467–480.

By: A. Nasrollahzadeh, A. Khademi & M. Mayorga

Sources: Crossref, ORCID
Added: December 15, 2019

2018 article

Automated Object Tracing for Biomedical Image Segmentation Using a Deep Convolutional Neural Network

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, PT IV, pp. 686–694.

Source: Web Of Science
Added: August 12, 2019

2018 journal article

Detection of Bladder Contractions From the Activity of the External Urethral Sphincter in Rats Using Sparse Regression

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(8), 1636–1644.

By: E. Rutter, C. Langdale, J. Hokanson, F. Hamilton, H. Tran, W. Grill, K. Flores

Source: Crossref
Added: July 20, 2019

2018 journal article

Optimal two-stage dynamic treatment regimes from a classification perspective with censored survival data

BIOMETRICS, 74(4), 1180–1192.

Sources: NC State University Libraries, ORCID
Added: February 25, 2019

2018 journal article

Interpretable Dynamic Treatment Regimes

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 113(524), 1541–1549.

Sources: NC State University Libraries, ORCID
Added: February 18, 2019

2018 journal article

A Massive Data Framework for M-Estimators with Cubic-Rate

Journal of the American Statistical Association, 113(524), 1698–1709.

Sources: NC State University Libraries, ORCID, Crossref
Added: February 18, 2019

2018 journal article

Estimating intratumoral heterogeneity from spatiotemporal data

JOURNAL OF MATHEMATICAL BIOLOGY, 77(6-7), 1999–2022.

Source: NC State University Libraries
Added: December 17, 2018

2018 journal article

Quantile-Optimal Treatment Regimes

Journal of the American Statistical Association, 113(523), 1243–1254.

By: L. Wang, Y. Zhou, R. Song & B. Sherwood

Sources: NC State University Libraries, ORCID, Crossref
Added: October 29, 2018

2018 journal article

Real-time ambulance redeployment approach to improve service coverage with fair and restricted workload for EMS providers

Omega, 79, 67–80.

By: S. Enayati, M. Mayorga, H. Rajagopalan & C. Saydam

Sources: NC State University Libraries, Crossref, ORCID
Added: October 19, 2018

2018 journal article

Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 80(4), 681–702.

By: C. Shi, R. Song, W. Lu & B. Fu

Sources: NC State University Libraries, ORCID
Added: October 19, 2018

2018 journal article

Introduction to the Special Issue on Advancing Health Services

SERVICE SCIENCE, 10(3), V-.

By: L. Maillart & M. Mayorga

Sources: NC State University Libraries, ORCID
Added: October 16, 2018

2018 journal article

Optimal production in a competitive market under yield uncertainty

OPTIMIZATION LETTERS, 12(7), 1487–1502.

Sources: NC State University Libraries, ORCID
Added: October 16, 2018

2018 journal article

Forecasting and Uncertainty Quantification Using a Hybrid of Mechanistic and Non-mechanistic Models for an Age-Structured Population Model

Bulletin of Mathematical Biology, 80(6), 1578–1595.

By: J. Lagergren, A. Reeder, F. Hamilton, R. Smith & K. Flores

Source: NC State University Libraries
Added: August 6, 2018